This is a personal reference workflow for minimizing token usage while maintaining project continuity across Claude Code (Sonnet 4 with file access).

Claude loads CLAUDE.md automatically at session start.

Generalized from Karpathy's autoresearch. Same loop, any domain.

An AI agent runs an infinite hill-climbing loop: modify → run → measure → keep or revert → repeat. No human in the loop. Wake up to a TSV of completed experiments.

Default keyboard shortcuts for Ghostty terminal emulator. Platform-specific differences are noted where applicable.

Task: $ARGUMENTS

1. Derive a kebab-case slug from the task description (e.g., "rename an SD" → rename-sd)
2. Create and checkout git branch: {slug}

Three pi coding agent extensions that add web research tools with custom TUI rendering.

All three tools include custom renderCall / renderResult methods so that:

• The full query is always visible — never truncated, even for long questions
• The query persists after the answer arrives — shown in the tool call header

(Working as of 2025-02-09)

There are websites that use disable-devtool to prevent you from opening or using devtools. They typically prevent you from right clicking or using the keyboard shortcut to open devtools. Even if you successfully do so, they detect it and redirect you elsewhere. You can bypass this by using one of the following ways.

If the shortcut F12 on Windows or Option + ⌘ + I on Mac do not work. Press the three vertically aligned dots in the top right corner of your Google Chrome or Microsoft Edge window. Under the section "More Tools", you'll see the option to select "Developer Tools" which opens the toolkit in your window.